SOTAVerified

Autonomous Driving

Autonomous driving is the task of driving a vehicle without human conduction.

Many of the state-of-the-art results can be found at more general task pages such as 3D Object Detection and Semantic Segmentation.

(Image credit: Exploring the Limitations of Behavior Cloning for Autonomous Driving)

Papers

Showing 41314140 of 6092 papers

TitleStatusHype
Adapting to Length Shift: FlexiLength Network for Trajectory Prediction0
Adapting to Unseen Environments through Explicit Representation of Context0
Adaptive and Fast Combined Waveform-Beamforming Design for mmWave Automotive Joint Communication-Radar0
Adaptive Automotive Radar data Acquisition0
Adaptive Behavior Generation for Autonomous Driving using Deep Reinforcement Learning with Compact Semantic States0
Adaptive Communications in Collaborative Perception with Domain Alignment for Autonomous Driving0
Adaptive Decision Making at the Intersection for Autonomous Vehicles Based on Skill Discovery0
Adaptive Failure Search Using Critical States from Domain Experts0
Adaptive Field Effect Planner for Safe Interactive Autonomous Driving on Curved Roads0
Adaptive Instance Distillation for Object Detection in Autonomous Driving0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ReasonNetDriving Score79.95Unverified
2InterFuserDriving Score76.18Unverified
3TCPDriving Score75.14Unverified
4TF++ WPDriving Score66.32Unverified
5Learning From All Vehicles (LAV)Driving Score61.85Unverified
6TransFuserDriving Score61.18Unverified
7TransFuser (Reproduced)Driving Score55.04Unverified
8TCP (Reproduced)Driving Score47.91Unverified
9Latent TransFuserDriving Score45.2Unverified
10GRIADDriving Score36.79Unverified
#ModelMetricClaimedVerifiedStatus
1Geometric FusionRC69.17Unverified
2TransFuserRC56.36Unverified
#ModelMetricClaimedVerifiedStatus
1Geometric FusionRC86.91Unverified
2TransFuserRC78.41Unverified